Statistical Parameters Based on Fuzzy Measures

In this paper, we study the problem of defining statistical parameters when the uncertainty is expressed using a fuzzy measure. We extend the concept of monotone expectation in order to define a monotone variance and monotone moments. We also study parameters that allow the joint analysis of two fun...

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書目詳細資料
Main Authors: Reche Lorite, Fernando, Morales Giraldo, María Encarnación, Salmerón Cerdán, Antonio
格式: info:eu-repo/semantics/article
語言:English
出版: MDPI 2020
主題:
在線閱讀:http://hdl.handle.net/10835/8923
實物特徵
總結:In this paper, we study the problem of defining statistical parameters when the uncertainty is expressed using a fuzzy measure. We extend the concept of monotone expectation in order to define a monotone variance and monotone moments. We also study parameters that allow the joint analysis of two functions defined over the same reference set. Finally, we propose some parameters over product spaces, considering the case in which a function over the product space is available and also the case in which such function is obtained by combining those in the marginal spaces.